Is Your Brand Invisible to AI? How to Check Your ChatGPT "Share of Voice"

Let's say for example you run a car dealership in the UK. Now, imagine a potential customer asking ChatGPT: "What are the best Car dealerships (or whatever your business type is) in the UK?" If ChatGPT lists three of your competitors but completely leaves your brand out, you have just lost a highly qualified lead—and traditional SEO metrics won't even show you it happened.

As generative AI becomes the go-to tool for product research and recommendations, tracking your AI Visibility is just as critical as tracking your Google rankings.

AI Readiness vs. AI Visibility: What’s the difference?

It is easy to confuse these two metrics, but they measure two very different stages of the AI search journey:

• AI Readiness (The Resume): This measures your technical foundation. Can AI crawlers read your site? Do you have an llms.txt file? Is your content structured clearly?
• AI Visibility (The Interview): This measures real-world performance. When users actually ask AI engines questions about your industry, does your brand get cited in the answer?

How to capture your AI Share of Voice

You cannot just stuff keywords to win in AI search. LLMs cite sources based on factual density, brand authority, and direct relevance. To improve your visibility:

1. Target conversational queries: AI users ask full questions, not broken keywords. Optimize your content for "how," "what," and "best" queries.
2. Build digital PR: AI models train on the wider internet. The more high-quality external websites that mention your brand, the more likely the AI is to recommend you.
3. Feed the machine: Provide dense, factual answers to industry FAQs directly on your core pages.